[Dependency Update] Bump up the CI Nvidia docker to CUDA 10.1

ci/docker/Dockerfile.build.centos7_gpu

@@ -18,7 +18,7 @@
 #
 # Dockerfile to build and run MXNet on CentOS 7 for GPU
 
-FROM nvidia/cuda:10.0-devel-centos7
+FROM nvidia/cuda:10.1-devel-centos7
 
 WORKDIR /work/deps
 

ci/docker/Dockerfile.build.ubuntu_base_gpu

@@ -19,7 +19,7 @@
 # Dockerfile to run the MXNet Installation Tests on Ubuntu 16.04
 # This should run in an empty docker with ubuntu and cuda.
 
-FROM nvidia/cuda:10.0-devel-ubuntu16.04
+FROM nvidia/cuda:10.1-devel-ubuntu16.04
 
 WORKDIR /work/deps
 

ci/docker/Dockerfile.build.ubuntu_build_cuda

@@ -21,7 +21,7 @@
 # package generation, requiring the actual CUDA library to be
 # present
 
-FROM nvidia/cuda:10.0-devel-ubuntu16.04
+FROM nvidia/cuda:10.1-devel-ubuntu16.04
 
 WORKDIR /work/deps
 

ci/docker/Dockerfile.build.ubuntu_gpu_cu101

@@ -0,0 +1,82 @@
+# -*- mode: dockerfile -*-
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# Dockerfile to run MXNet on Ubuntu 16.04 for GPU
+
+FROM nvidia/cuda:10.1-devel-ubuntu16.04
+
+WORKDIR /work/deps
+
+COPY install/ubuntu_core.sh /work/
+RUN /work/ubuntu_core.sh
+
+COPY install/deb_ubuntu_ccache.sh /work/
+RUN /work/deb_ubuntu_ccache.sh
+
+COPY install/ubuntu_python.sh /work/
+RUN /work/ubuntu_python.sh
+
+COPY install/ubuntu_scala.sh /work/
+COPY install/sbt.gpg /work/
+RUN /work/ubuntu_scala.sh
+
+COPY install/ubuntu_r.sh /work/
+COPY install/r.gpg /work/
+RUN /work/ubuntu_r.sh
+
+COPY install/ubuntu_perl.sh /work/
+RUN /work/ubuntu_perl.sh
+
+COPY install/ubuntu_clang.sh /work/
+RUN /work/ubuntu_clang.sh
+
+COPY install/ubuntu_mklml.sh /work/
+RUN /work/ubuntu_mklml.sh
+
+COPY install/ubuntu_tvm.sh /work/
+RUN /work/ubuntu_tvm.sh
+
+COPY install/ubuntu_llvm.sh /work/
+RUN /work/ubuntu_llvm.sh
+
+COPY install/ubuntu_caffe.sh /work/
+RUN /work/ubuntu_caffe.sh
+
+COPY install/ubuntu_onnx.sh /work/
+RUN /work/ubuntu_onnx.sh
+
+COPY install/ubuntu_docs.sh /work/
+COPY install/docs_requirements /work/
+RUN /work/ubuntu_docs.sh
+
+COPY install/ubuntu_tutorials.sh /work/
+RUN /work/ubuntu_tutorials.sh
+
+ENV CUDNN_VERSION=7.5.1.10
+COPY install/ubuntu_cudnn.sh /work/
+RUN /work/ubuntu_cudnn.sh
+
+# Always last
+ARG USER_ID=0
+ARG GROUP_ID=0
+COPY install/ubuntu_adduser.sh /work/
+RUN /work/ubuntu_adduser.sh
+
+COPY runtime_functions.sh /work/
+
+WORKDIR /work/mxnet

ci/docker/Dockerfile.build.ubuntu_nightly_gpu

@@ -18,7 +18,7 @@
 #
 # Dockerfile to run MXNet on Ubuntu 16.04 for CPU
 
-FROM nvidia/cuda:10.0-devel-ubuntu16.04
+FROM nvidia/cuda:10.1-devel-ubuntu16.04
 
 WORKDIR /work/deps
 

ci/docker/Dockerfile.publish.ubuntu1404_gpu

@@ -18,7 +18,7 @@
 #
 # Dockerfile to run MXNet on Ubuntu 14.04 for GPU
 
-FROM ubuntu:14.04
+FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu14.04
 
 WORKDIR /work/deps
 

ci/docker/install/ubuntu_cudnn.sh

@@ -32,6 +32,10 @@ fi
 apt-get update || true
 
 case ${CUDA_VERSION} in
+	10\.1*)
+		export libcudnn7_version="${CUDNN_VERSION}-1+cuda10.1"
+		export libcudnn7_dev_version="${CUDNN_VERSION}-1+cuda10.1"
+		;;
 	10\.0*)
 		export libcudnn7_version="${CUDNN_VERSION}-1+cuda10.0"
 		export libcudnn7_dev_version="${CUDNN_VERSION}-1+cuda10.0"

ci/docker/install/ubuntu_nvidia.sh

@@ -22,4 +22,4 @@ set -ex
 # Retrieve ppa:graphics-drivers and install nvidia-drivers.
 # Note: DEBIAN_FRONTEND required to skip the interactive setup steps
 apt update
-DEBIAN_FRONTEND=noninteractive apt install -y --no-install-recommends cuda-10-0
+DEBIAN_FRONTEND=noninteractive apt install -y --no-install-recommends cuda-10-1

ci/docker/runtime_functions.sh

@@ -587,7 +587,7 @@ build_ubuntu_cpu_mkldnn_mkl() {
 }
 
 build_ubuntu_gpu() {
-    build_ubuntu_gpu_cuda100_cudnn7
+    build_ubuntu_gpu_cuda101_cudnn7
 }
 
 build_ubuntu_gpu_tensorrt() {
@@ -687,7 +687,7 @@ build_ubuntu_gpu_mkldnn_nocudnn() {
         -j$(nproc)
 }
 
-build_ubuntu_gpu_cuda100_cudnn7() {
+build_ubuntu_gpu_cuda101_cudnn7() {
     set -ex
     # unfortunately this build has problems in 3rdparty dependencies with ccache and make
     # build_ccache_wrappers
@@ -1467,10 +1467,10 @@ build_static_python_mkl() {
     popd
 }
 
-build_static_python_cu100mkl() {
+build_static_python_cu101mkl() {
     set -ex
     pushd .
-    export mxnet_variant=cu100mkl
+    export mxnet_variant=cu101mkl
     ./ci/publish/python/build.sh
     popd
 }

ci/jenkins/Jenkins_steps.groovy

@@ -153,7 +153,7 @@ def compile_unix_int64_gpu() {
         ws('workspace/build-gpu-int64') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.init_git()
-            utils.docker_run('ubuntu_gpu_cu100', 'build_ubuntu_gpu_large_tensor', false)
+            utils.docker_run('ubuntu_gpu_cu101', 'build_ubuntu_gpu_large_tensor', false)
             utils.pack_lib('ubuntu_gpu_int64', mx_cmake_lib, true)
           }
         }
@@ -232,12 +232,12 @@ def compile_unix_mkldnn_nocudnn_gpu() {
 }
 
 def compile_unix_full_gpu() {
-    return ['GPU: CUDA10.0+cuDNN7': {
+    return ['GPU: CUDA10.1+cuDNN7': {
       node(NODE_LINUX_CPU) {
         ws('workspace/build-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.init_git()
-            utils.docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_cuda100_cudnn7', false)
+            utils.docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_cuda101_cudnn7', false)
             utils.pack_lib('gpu', mx_lib_cpp_examples, true)
           }
         }
@@ -251,7 +251,7 @@ def compile_unix_cmake_mkldnn_gpu() {
         ws('workspace/build-cmake-mkldnn-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.init_git()
-            utils.docker_run('ubuntu_gpu_cu100', 'build_ubuntu_gpu_cmake_mkldnn', false)
+            utils.docker_run('ubuntu_gpu_cu101', 'build_ubuntu_gpu_cmake_mkldnn', false)
             utils.pack_lib('cmake_mkldnn_gpu', mx_cmake_mkldnn_lib, true)
           }
         }
@@ -265,7 +265,7 @@ def compile_unix_cmake_gpu() {
         ws('workspace/build-cmake-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.init_git()
-            utils.docker_run('ubuntu_gpu_cu100', 'build_ubuntu_gpu_cmake', false)
+            utils.docker_run('ubuntu_gpu_cu101', 'build_ubuntu_gpu_cmake', false)
             utils.pack_lib('cmake_gpu', mx_cmake_lib_cython, true)
           }
         }
@@ -631,7 +631,7 @@ def test_static_python_gpu() {
         ws('workspace/ut-publish-python-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.init_git()
-            utils.docker_run("publish.ubuntu1404_gpu", 'build_static_python_cu100mkl', true)
+            utils.docker_run("publish.ubuntu1404_gpu", 'build_static_python_cu101mkl', true)
           }
         }
     }
@@ -662,7 +662,7 @@ def test_unix_python2_gpu() {
         ws('workspace/ut-python2-gpu') {
           try {
             utils.unpack_and_init('gpu', mx_lib, true)
-            python2_gpu_ut('ubuntu_gpu_cu100')
+            python2_gpu_ut('ubuntu_gpu_cu101')
             utils.publish_test_coverage()
           } finally {
             utils.collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python2_gpu.xml')
@@ -679,7 +679,7 @@ def test_unix_python2_quantize_gpu() {
           timeout(time: max_time, unit: 'MINUTES') {
             try {
               utils.unpack_and_init('gpu', mx_lib, true)
-              utils.docker_run('ubuntu_gpu_cu100', 'unittest_ubuntu_python2_quantization_gpu', true)
+              utils.docker_run('ubuntu_gpu_cu101', 'unittest_ubuntu_python2_quantization_gpu', true)
               utils.publish_test_coverage()
             } finally {
               utils.collect_test_results_unix('nosetests_quantization_gpu.xml', 'nosetests_python2_quantize_gpu.xml')
@@ -696,7 +696,7 @@ def test_unix_python2_mkldnn_gpu() {
         ws('workspace/ut-python2-mkldnn-gpu') {
           try {
             utils.unpack_and_init('mkldnn_gpu', mx_mkldnn_lib, true)
-            python2_gpu_ut('ubuntu_gpu_cu100')
+            python2_gpu_ut('ubuntu_gpu_cu101')
             utils.publish_test_coverage()
           } finally {
             utils.collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python2_mkldnn_gpu.xml')
@@ -746,7 +746,7 @@ def test_unix_python3_gpu() {
         ws('workspace/ut-python3-gpu') {
           try {
             utils.unpack_and_init('gpu', mx_lib_cython, true)
-            python3_gpu_ut_cython('ubuntu_gpu_cu100')
+            python3_gpu_ut_cython('ubuntu_gpu_cu101')
             utils.publish_test_coverage()
           } finally {
             utils.collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_gpu.xml')
@@ -763,7 +763,7 @@ def test_unix_python3_quantize_gpu() {
           timeout(time: max_time, unit: 'MINUTES') {
             try {
               utils.unpack_and_init('gpu', mx_lib, true)
-              utils.docker_run('ubuntu_gpu_cu100', 'unittest_ubuntu_python3_quantization_gpu', true)
+              utils.docker_run('ubuntu_gpu_cu101', 'unittest_ubuntu_python3_quantization_gpu', true)
               utils.publish_test_coverage()
             } finally {
               utils.collect_test_results_unix('nosetests_quantization_gpu.xml', 'nosetests_python3_quantize_gpu.xml')
@@ -848,7 +848,7 @@ def test_unix_python3_mkldnn_gpu() {
         ws('workspace/ut-python3-mkldnn-gpu') {
           try {
             utils.unpack_and_init('mkldnn_gpu', mx_mkldnn_lib, true)
-            python3_gpu_ut('ubuntu_gpu_cu100')
+            python3_gpu_ut('ubuntu_gpu_cu101')
             utils.publish_test_coverage()
           } finally {
             utils.collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_mkldnn_gpu.xml')
@@ -864,7 +864,7 @@ def test_unix_python3_mkldnn_nocudnn_gpu() {
         ws('workspace/ut-python3-mkldnn-gpu-nocudnn') {
           try {
             utils.unpack_and_init('mkldnn_gpu_nocudnn', mx_mkldnn_lib, true)
-            python3_gpu_ut_nocudnn('ubuntu_gpu_cu100')
+            python3_gpu_ut_nocudnn('ubuntu_gpu_cu101')
             utils.publish_test_coverage()
           } finally {
             utils.collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_mkldnn_gpu_nocudnn.xml')
@@ -898,7 +898,7 @@ def test_unix_python3_integration_gpu() {
         ws('workspace/it-python-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'integrationtest_ubuntu_gpu_python', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'integrationtest_ubuntu_gpu_python', true)
             utils.publish_test_coverage()
           }
         }
@@ -913,7 +913,7 @@ def test_unix_caffe_gpu() {
             timeout(time: max_time, unit: 'MINUTES') {
                 utils.init_git()
                 utils.unpack_lib('gpu', mx_lib)
-                utils.docker_run('ubuntu_gpu_cu100', 'integrationtest_ubuntu_gpu_caffe', true)
+                utils.docker_run('ubuntu_gpu_cu101', 'integrationtest_ubuntu_gpu_caffe', true)
                 utils.publish_test_coverage()
             }
             }
@@ -927,7 +927,7 @@ def test_unix_cpp_package_gpu() {
         ws('workspace/it-cpp-package') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib_cpp_examples, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'integrationtest_ubuntu_gpu_cpp_package', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'integrationtest_ubuntu_gpu_cpp_package', true)
             utils.publish_test_coverage()
           }
         }
@@ -969,7 +969,7 @@ def test_unix_scala_gpu() {
         ws('workspace/ut-scala-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'integrationtest_ubuntu_gpu_scala', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'integrationtest_ubuntu_gpu_scala', true)
             utils.publish_test_coverage()
           }
         }
@@ -1052,7 +1052,7 @@ def test_unix_cpp_gpu() {
         ws('workspace/ut-cpp-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('cmake_gpu', mx_cmake_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'unittest_cpp', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'unittest_cpp', true)
             utils.publish_test_coverage()
           }
         }
@@ -1066,7 +1066,7 @@ def test_unix_cpp_mkldnn_gpu() {
         ws('workspace/ut-cpp-mkldnn-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('cmake_mkldnn_gpu', mx_cmake_mkldnn_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'unittest_cpp', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'unittest_cpp', true)
             utils.publish_test_coverage()
           }
         }
@@ -1094,7 +1094,7 @@ def test_unix_perl_gpu() {
         ws('workspace/ut-perl-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'unittest_ubuntu_cpugpu_perl', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'unittest_ubuntu_cpugpu_perl', true)
             utils.publish_test_coverage()
           }
         }
@@ -1108,7 +1108,7 @@ def test_unix_r_gpu() {
         ws('workspace/ut-r-gpu') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'unittest_ubuntu_gpu_R', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'unittest_ubuntu_gpu_R', true)
             utils.publish_test_coverage()
           }
         }
@@ -1176,7 +1176,7 @@ def test_unix_distributed_kvstore_gpu() {
         ws('workspace/it-dist-kvstore') {
           timeout(time: max_time, unit: 'MINUTES') {
             utils.unpack_and_init('gpu', mx_lib, true)
-            utils.docker_run('ubuntu_gpu_cu100', 'integrationtest_ubuntu_gpu_dist_kvstore', true)
+            utils.docker_run('ubuntu_gpu_cu101', 'integrationtest_ubuntu_gpu_dist_kvstore', true)
             utils.publish_test_coverage()
           }
         }

tests/nightly/JenkinsfileForBinaries

@@ -31,11 +31,11 @@ utils.assign_node_labels(utility: 'utility', linux_cpu: 'mxnetlinux-cpu', linux_
 utils.main_wrapper(
 core_logic: {
   stage('Build') {
-    parallel 'GPU: CUDA9.1+cuDNN7': {
+    parallel 'GPU: CUDA10.1+cuDNN7': {
       node(NODE_LINUX_CPU) {
         ws('workspace/build-gpu') {
           utils.init_git()
-          utils.docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_cuda100_cudnn7', false)
+          utils.docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_cuda101_cudnn7', false)
           utils.pack_lib('gpu', mx_lib)
         }
       }

tools/setup_gpu_build_tools.sh

@@ -29,7 +29,7 @@ DEPS_PATH=$2
 >&2 echo "Setting CUDA versions for $VARIANT"
 if [[ $VARIANT == cu101* ]]; then
     CUDA_VERSION='10.1.105-1'
-    CUDA_PATCH_VERSION='10.1.105-1'
+    CUDA_PATCH_VERSION='10.1.0.105-1'
     LIBCUDA_VERSION='418.39-0ubuntu1'
     LIBCUDNN_VERSION='7.5.1.10-1+cuda10.1'
     LIBNCCL_VERSION='2.4.2-1+cuda10.1'